Private, on-device near-duplicate detection on iPhone
How LatentSnap finds burst shots and look-alikes using Apple's Vision feature prints — entirely on the device, no cloud.
Blog
Engineering and product notes — how we build private, on-device photo tools, and why owning your library matters.
Own your photo tags: deterministic categories vs. black-box AI search
Why AI search traps you at 90%, and how user-owned tags let you reach a real 100% that compounds over time.
Why your tags should live in the file, not a vendor's cloud
A look at XMP/IPTC keywords, portability, and building photo tools that respect your ownership and privacy.
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